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UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition


Nov 21, 2022
Guimin Hu, Ting-En Lin, Yi Zhao, Guangming Lu, Yuchuan Wu, Yongbin Li

* Accepted to EMNLP 2022 main conference 

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Learning Modal-Invariant and Temporal-Memory for Video-based Visible-Infrared Person Re-Identification


Aug 04, 2022
Xinyu Lin, Jinxing Li, Zeyu Ma, Huafeng Li, Shuang Li, Kaixiong Xu, Guangming Lu, David Zhang

* Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, pp. 20973-20982 

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Learning Generalizable Latent Representations for Novel Degradations in Super Resolution


Jul 25, 2022
Fengjun Li, Xin Feng, Fanglin Chen, Guangming Lu, Wenjie Pei


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Few-Shot Object Detection by Knowledge Distillation Using Bag-of-Visual-Words Representations


Jul 25, 2022
Wenjie Pei, Shuang Wu, Dianwen Mei, Fanglin Chen, Jiandong Tian, Guangming Lu


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Multi-Faceted Distillation of Base-Novel Commonality for Few-shot Object Detection


Jul 22, 2022
Shuang Wu, Wenjie Pei, Dianwen Mei, Fanglin Chen, Jiandong Tian, Guangming Lu


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Learning Sequence Representations by Non-local Recurrent Neural Memory


Jul 20, 2022
Wenjie Pei, Xin Feng, Canmiao Fu, Qiong Cao, Guangming Lu, Yu-Wing Tai

* To be appeared in International Journal of Computer Vision (IJCV). arXiv admin note: substantial text overlap with arXiv:1908.09535 

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Decoupling Recognition from Detection: Single Shot Self-Reliant Scene Text Spotter


Jul 18, 2022
Jingjing Wu, Pengyuan Lyu, Guangming Lu, Chengquan Zhang, Kun Yao, Wenjie Pei

* To be appeared in the Proceedings of the ACM International Conference on Multimedia (ACM MM), 2022 

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Global-Local Stepwise Generative Network for Ultra High-Resolution Image Restoration


Jul 16, 2022
Xin Feng, Haobo Ji, Wenjie Pei, Fanglin Chen, David Zhang, Guangming Lu

* submmitted to Transactions on Image Processing 

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Domain Adaptive Nuclei Instance Segmentation and Classification via Category-aware Feature Alignment and Pseudo-labelling


Jul 04, 2022
Canran Li, Dongnan Liu, Haoran Li, Zheng Zhang, Guangming Lu, Xiaojun Chang, Weidong Cai

* Early accepted by MICCAI 2022 

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Centralized Adversarial Learning for Robust Deep Hashing


Apr 18, 2022
Xunguang Wang, Xu Yuan, Zheng Zhang, Guangming Lu, Xiaomeng Li


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